初始化项目，由ModelHub XC社区提供模型
Model: Boobalamurugan/TN_Heritage_LLM Source: Original Platform
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README.md
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---
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license: apache-2.0
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datasets:
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- Boobalamurugan/tn-heritage-sites-dataset
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language:
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- en
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base_model:
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- unsloth/Llama-3.1-8B-unsloth-bnb-4bit
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pipeline_tag: text-generation
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tags:
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- tamil-heritage
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- open-source
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- cultural-heritage
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- llama3
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- low-resource
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- fine-tuned
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---
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# 🛕 Tamil Nadu Heritage Knowledge LLM
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A domain-specific Language Model dedicated to capturing the rich cultural, architectural, and historical heritage of **Tamil Nadu**. This LLM is fine-tuned on a custom dataset and designed to answer questions or generate content related to Tamil Nadu's temples, history, monuments, and culture.
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---
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## 🚀 Project Status: Early Development Phase
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This project is in its **starting phase**, and we welcome contributors to **expand the dataset, improve the model**, and help build a comprehensive open-source heritage model.
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---
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## 📦 Base Model
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- **Model**: [`unsloth/Llama-3.1-8B-unsloth-bnb-4bit`](https://huggingface.co/unsloth/Llama-3.1-8B-unsloth-bnb-4bit)
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- **Type**: 8B parameter model, 4-bit quantized for efficient training and inference.
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---
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## 🗂 Dataset
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- **Source**: [`Boobalamurugan/tn-heritage-sites-dataset`](https://huggingface.co/datasets/Boobalamurugan/tn-heritage-sites-dataset)
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- **Size**: ~1.93K entries
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- **Description**: This dataset contains information about heritage sites in Tamil Nadu, including temples, historical monuments, kings, architecture, and festivals.
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📢 *The dataset is still small. Feel free to contribute and help us grow this valuable resource!*
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---
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## 🧠 Model Objective
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- Build a **knowledgeable and culturally aware assistant** focused on Tamil Nadu heritage.
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- Answer factual questions about heritage sites, kings, festivals, inscriptions, architecture, etc.
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- Generate informative content or summaries for educational or cultural purposes.
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---
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## ✨ Features (Planned)
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- ✅ Q&A on Tamil Nadu temples, kings, and architecture
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- ✅ Context-aware content generation (e.g., temple descriptions, cultural significance)
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- 🔄 Summarization of historical texts (Coming Soon)
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- 🔄 Integration into web or mobile apps (Planned)
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---
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## 🤝 How to Contribute
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### 📁 Dataset Contributions
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- Fork the [dataset repository](https://huggingface.co/datasets/Boobalamurugan/tn-heritage-sites-dataset)
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- Add more entries (temples, kings, historical facts)
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- Submit a pull request with the added data
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### 🧠 Model Training
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- Fine-tune the model with additional data
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- Improve prompt formatting and pre-processing
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- Evaluate the model’s responses
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---
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## 📝 License
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This project is licensed under the **[Apache 2.0 License](LICENSE)** — free for commercial and non-commercial use with proper attribution.
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---
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## 🌐 Tags
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`#tamil-heritage` `#open-source` `#language-model` `#llm` `#tamil-nadu` `#text-generation`
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---
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## 📬 Stay Connected
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For updates and discussions:
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- Follow the project creator: [@Boobalamurugan](https://huggingface.co/Boobalamurugan)
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- Join our community forum (Coming Soon)
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|
||||
}
|
||||
}
|
||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|end_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|finetune_right_pad_id|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
Binary file not shown.
2066
tokenizer_config.json
Normal file
2066
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
3
unsloth.F16.gguf
Normal file
3
unsloth.F16.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:a259381dd7baa9ed32c3258b673c8ab543ab8e013127d4fe3b922e11a8b10fbc
|
||||
size 16068890976
|
||||
3
unsloth.Q4_K_M.gguf
Normal file
3
unsloth.Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:06c32d139af8f8a9551ad34bb93f806967ae9b99b214d9632023b85da3e2df0b
|
||||
size 4920734048
|
||||
Reference in New Issue
Block a user